Flood Susceptibility Mapping on Nepal Macro-averaged
0.918AUCROCLate Fusion (XGB)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Late Fusion (XGB)Fusion Strategy=Late Fusion, Base Model=XGBoost2026.04 | 0.918 | 46.8 | 82 | 59.6 | 0.057 | 87.2 | |
| MoEFusion Strategy=Mixture of Experts, Workflow=FL-MHSM2026.04 | 0.913 | 47 | 89.8 | 61.7 | 0.05 | 87.5 | |
| Early Fusion (MLP-MVG)Fusion Strategy=Early Fusion, Base Model=MLP-MVG2026.04 | 0.9 | 44.5 | 85.8 | 58.6 | 0.049 | 85 |